Library / Music and Dance Practice Engineering Principles Framework
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 14:30:10 UTC

MDPE.15:6 - Bias Annotation

Bias riskLikely distortionRepair
Artifact biasA changed score, video, prompt, class plan, model, or rule stands for changed practice.Name the artifact and any separate Method, capability, arrangement, Work, and effect claims.
Success-story biasFailed or partial change Work is omitted.Preserve stopped Work, actual outputs, unchanged or partly changed subject, and retry condition.
Stage-production biasConcert, ballet, theatre, or festival production becomes the default local-change case.Test social, paired, improvised, teaching, recorded, online, robotic, and low-resource cases.
Human-only biasThe performer, learner, observer, and practice-developing Agent are assumed to be one person.Identify each Agent, supporting non-agent System, decision-bearing assignment, and Work attribution in human, robotic, AI, ensemble, and hybrid cases.
Metric biasTechnical improvement stands for artistic, bodily, partner, audience, or practice improvement.Preserve non-equivalent observations, affected Systems, protected characteristics, and limits.
Authority biasThe best performer, teacher, founder, robot, platform, or audience is assumed to own the change.Name the DecisionSubject, practice-developing Agent, authority, permission, consent, and the usable means by which an affected participant can refuse.
Cultural-control biasOne implementation is treated as style evolution.Keep the later transmission, recognition, selection, retention, spread, and loss questions open.